Ou, DENG's repositories
Epidemic_Models
SI, SIR, SIS, SEIR, SEIRS, SIRS
oudeng.github.io
Elegant theme for Jekyll.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
CausalInferenceIntro
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure
DL_PaperStudy_LiMu
深度学习经典、新论文逐段精读
fry_course_materials
范仁义录播课资料,会依次推出各种完全免费的前端、后端、大数据、人工智能等课程,课程网站: https://fanrenyi.com ; b站课程地址: https://space.bilibili.com/45664489 ;
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
Python-plot-datapre
by Pandas, Matplotlib, Seaborn etc on popular datasets
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
tree-of-thought-llm
Official Implementation of "Tree of Thoughts: Deliberate Problem Solving with Large Language Models"
VectorizedMultiAgentSimulator
VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
faiss
A library for efficient similarity search and clustering of dense vectors.
Twin_Causal_Nets
Estimating the probabilities of caution via deep monotonic twin networks